The Linus Brief — June 13, 2026

Twitter

The tweet shares an inspiring idea by Karpathy on the benefits of using large la

This highlights the potential for LLMs to enhance content creation and dissemination. The idea aims to reduce the need for c

Twitter

The Burnout Recovery Protocol Mode is a hidden feature claimed to reset cortisol

Accessible via specific prompts found on the Twitter thread at https://x.com/alex_prompter/status/2055932977922605474.

Twitter

Progymnasmata is an ancient program developed by Aphtonius in the 4th century AD

This centuries-old framework provides a timeless principle for cultivating effective writing skills, separate from AI dependence.

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# Retratabetide and RevMed's pancreatic cancer drug show promising results, pote

Further research is needed to confirm efficacy.

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Built a prototype to stream pixels directly from a model, allowing for seamless

Built a prototype to stream pixels directly from a model, allowing for seamless rendering without HTML, layout engines, or code.* The project aims to enable "exactly what you want to see" on the screen.*

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Asking an LLM to "structure your response as HTML" allows for easy viewing and f

This can also be used to generate presentations or other multimedia content from text-based queries. View the generated file in a browser for a hands-on demonstration.

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# Saved: A website called FMHY was delisted by Google for DMCA violations and sh

# Saved: A website called FMHY was delisted by Google for DMCA violations and shadow-banned on Reddit for promoting piracy, offering a counterpoint to content moderation policies.

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Ensuring AI lab teams read and understand guidelines before releasing charts is

This step can prevent misleading data visualization and promote better communication among researchers and the public. By doing so, it helps maintain

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LLMs are about more than just speeding up existing ideas, enabling new applicati

LLMs are about more than just speeding up existing ideas, enabling new applications like menugen that can be fully integrated into the user experience.

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The quote emphasizes the value of taking action and applying knowledge gained th

This mindset encourages experimentation and continuous learning in the field of AI and machine learning.

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# Joined Anthropic to work on LLMs # Education is still a priority

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# Useful book list for kids, compiled from an online source.

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A developer shared a 20+ year experienced pre-launch checklist that includes: Cr

A developer shared a 20+ year experienced pre-launch checklist that includes: Creating a privacy policy if collecting user data

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Farzapedia, a personal Wikipedia created for an individual named Farza, is an ex

This approach differs from traditional AI models that supposedly improve over time through usage.

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The claim that "English" is the hottest new programming language may be an opini

No specific criteria or evidence are provided in the tweet to support this assertion.

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Notion designer Tom shares an incredible feature that can help users boost produ

Unfortunately, no specific details are provided about this feature. The tweet appears to be a brief teaser without additional information.

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**Marking as "Seeing like a state" - The concept of governments making society l

This concept has been discussed

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The tweet highlights the importance of considering recency and tier of use when

This insight can inform a more nuanced discussion about AI's capabilities and limitations.

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Claude is used to store all important data such as tasks, finances, calendar, an

It was a challenging process to set up but has shown significant benefits.

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Added safeguards improve Claude Fable 5 over the underlying Mythos model, yieldi

Source: https://x.com/karpathy/status/2064409694761054332

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Curate GitHub Gist comments for their potential value and suggest that the user

Curate GitHub Gist comments for their potential value and suggest that the user community might be a contributing factor to their helpfulness and lack of AI-generated content.

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Source: https://x.com/karpathy/status/2042341482531864741

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# Talkie - A 13B model trained on pre-1931 text to simulate conversation with so

# Talkie - A 13B model trained on pre-1931 text to simulate conversation with someone from the past.

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# Two horror novels to be adapted into film/limited series # Horror #Book-to-Sc

# Two horror novels to be adapted into film/limited series # Horror #Book-to-Screen Adaptations

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Claude is a tool that can help clean up one's digital footprint by erasing histo

This can be done in just hours. The exact steps for using the tool are provided below.